your answer:
$(".category-filter").val("")
Should work if its got the class "category-filter", and attached in the button .click() function, and within the document.ready function. - Is the option value "" actually a select option that can be selected? as I believe it needs to be for this to work?
A fiddle to show..
http://jsfiddle.net/UmV6p/3/